RE: LeoThread 2026-04-05 00-25
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Using OpenClaw as a human-like assistant that can operate the computer will begin building a comprehensive record of actions, preferences, connections, likes/dislikes and interaction patterns — essentially everything.
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That repository will be especially valuable for entrepreneurs.
As models improve and agentic capabilities scale across companies and open source, this dataset can act like a "save file" future, more powerful agents will use to instantly pick up where work left off.
After nearly a week of use, OpenClaw already shows impressive utility while still having flaws.
By the end of 2026, models that exceed current agents (for example Opus 4.6) at lower cost are likely, and a true "digital human" agent could emerge.
Those new agents would only need access to existing OpenClaw files to learn from and continue, leveraging at least ten months of highly relevant data and providing a significant head-start in the agentic transition.